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[FlashVSR](https://github.com/OpenImagingLab/FlashVSR): Towards Real-Time Diffusion-Based Streaming Video Super-Resolution,this node ,you can use it in comfyUI
# Upadte
* add full mode [lightx2v vae encoder](https://huggingface.co/lightx2v/Autoencoders/tree/main) support(only lightvaew2_1.pth 32.2M now) and [Wan2.1-VAE-upscale2x](https://huggingface.co/spacepxl/Wan2.1-VAE-upscale2x) support
* 新增lightx2v 加速vae decoder支持和Wan2.1-VAE-upscale2x 放大decoder支持,只是在full 模式下有效,light的加速模型目前只支持(lightvaew2_1.pth #32.2M) 这个文件,如有需要,我再加吧
# Tips
* 满足部分网友需要超分单张图片的奇怪要求,默认输出25帧1秒的视频,详见示例,Block-Sparse-Attention 目前不支持5090的sm120架构,需要改一下Block-Sparse-Attention的源码来支持;
* 同步tiny的专属long模式
* 新增切片视频路径加载节点,输入保存切片视频的路径,开启自动推理,即可推理完路径所有视频;
@@ -44,6 +48,7 @@ python setup.py install
* 3.1 [FlashVSR](https://huggingface.co/JunhaoZhuang/FlashVSR/tree/main) all checkpoints 所有模型,vae 用常规的wan2.1
* 3.2 emb [posi_prompt.pth](https://github.com/OpenImagingLab/FlashVSR/tree/main/examples/WanVSR/prompt_tensor) 4M而已
* 3.3 [lightvaew2_1.pth](https://huggingface.co/lightx2v/Autoencoders/tree/main) and [diffusion_pytorch_model.safetensors](https://huggingface.co/spacepxl/Wan2.1-VAE-upscale2x/tree/main/diffusers/Wan2.1_VAE_upscale2x_imageonly_real_v1)
```
├── ComfyUI/models/FlashVSR
@@ -53,10 +58,14 @@ python setup.py install
| ├── posi_prompt.pth
├── ComfyUI/models/vae
| ├──Wan2.1_VAE.pth
| ├──lightvaew2_1.pth #32.2M
| ├──Wan2.1_VAE_upscale2x_imageonly_real_v1_diff.safetensors # rename from diffusion_pytorch_model.safetensors
```
# Example
* upscale2x and ligth lightvaew2_1.pth
![](https://github.com/smthemex/ComfyUI_FlashVSR/blob/main/example_workflows/example_decoder.png)
* single image VSR
![](https://github.com/smthemex/ComfyUI_FlashVSR/blob/main/example_workflows/example_s.png)
* full old node
@@ -83,6 +92,15 @@ python setup.py install
url={https://arxiv.org/abs/2510.12747},
}
``
``
```
lightx2v
```
@misc{lightx2v,
author = {LightX2V Contributors},
title = {LightX2V: Light Video Generation Inference Framework},
year = {2025},
publisher = {GitHub},
journal = {GitHub repository},
howpublished = {\url{https://github.com/ModelTC/lightx2v}},
}
```